Skip to content
‹ Back to IndustriesEngineering & Construction

What’s the True Cost of Machine Downtime?

The continuous modernization of industrial processes is dizzying and exciting. All Systems Go is a show that intends to demystify the varying technologies—from UAVs and robotics to supply chain software and virtual reality sims—and how they will advance everything from logistics to manufacturing across the globe. Senseye’s recently-launched report, “The True Cost of Downtime,” found that…

This story was produced through MarketScale. See how Engineering & Construction teams put it to work with Partner & Channel Enablement.

·
Share

Free workspace

Turn your Engineering & Construction expertise into content.

Record interviews, organize footage, and write with AI on a free trial of the MarketScale platform for qualifying companies. No demo required, no credit card.

Try it Free

The continuous modernization of industrial processes is dizzying and exciting. All Systems Go is a show that intends to demystify the varying technologies—from UAVs and robotics to supply chain software and virtual reality sims—and how they will advance everything from logistics to manufacturing across the globe.

Senseye’s recently-launched report, “The True Cost of Downtime,” found that large facilities lose 27 hours a month to machine failures, on average, at the cost of $532,000 for each hour of unplanned downtime.

Total losses are estimated to total $3.3 million production hours, worth US$864 billion per year across Fortune Global 500 industrial companies.

The results were compiled from studies of 72 major multinational industrial and manufacturing companies.

Alexander Hill, Chief Global Strategist of Senseye, said that unplanned downtime is “the curse of the industrial sector.” When expensive production lines and machinery stop, organizations stop earning, and those investments start costing rather than making money.

The sector hardest hit is automotive, even after years of investment in automation and systems. Auto plants were found to lose, on average, 29 production hours a month at the cost of $1.3 million per hour.

Mining, metals and other heavy-industrial companies lose 23 hours/month, equating to 1.2 million hours a year across the sector. At $187,500/hour, this adds up to $225 billion annually.

Oil and gas producers suffer 32 hours of unplanned downtime each month, on average, at the cost of $220,000 per hour, amounting to $84 million per facility.

One of the big challenges manufacturers face is managing data, sorting the valuable wheat from the white noise of chaff, and using it to effect improvements.

Senseye can help clients and customers implement effective strategies and manage them to get unplanned machine downtime under control.

Check Out Previous Episodes of All Systems Go Here!

Follow us on social media for the latest updates in B2B!

Twitter – @MarketScale

Facebook – facebook.com/marketscale

LinkedIn – linkedin.com/company/marketscale

Your experts belong here

Every story in MarketScale Engineering & Construction starts with a company putting its project engineers, superintendents, and estimators on the record. Buyers are already reading this topic. The only question is whose experts they find.

Owners shortlist firms they already trust, and your field leaders become the reason your name is on that list.

Book DemoSee how it works15 minutes, straight to a calendar.
B2B Weekly

The week in Engineering & Construction, and sixteen other industries, every Monday.

Ten stories, one-line takes, five minutes. Free.

Engineering & Construction: are you visible to AI?

Before they reach out, Engineering & Construction buyers ask AI engines which vendors to trust. Explore how your experts, customers, and partners can become useful content for buyers and AI search.

Free Trial

You just read one Engineering & Construction expert. Your company is full of them.

This article was produced through MarketScale. The same platform turns your project engineers, superintendents, and estimators into the articles, video, and social content Engineering & Construction buyers are searching for. Start a free trial and see it with your own people. For qualifying companies, no credit card, no demo required.

NPS +73 · 1,000+ creators · 38+ countries

What your free trial includes

Hands-on access to the MarketScale platform
Media requests to your crowd, remote recording, AI writing tools
No demo required. No credit card.
For qualifying companies. Company confirmation required.

More Engineering & Construction Insights

Matt Willson makes the case for modular chip plants

Matt Willson makes the case for modular chip plants

Holland Construction’s Matt Willson argues for modular chip and battery plants. ABC’s updated 2026 workforce estimate is 349,000 net new workers.

  • 0145% of contractors say a project ran late because they couldn’t staff it, making crew availability a bid-time question for owners planning a new plant.
  • 02Once modules are fabricated, design changes generally can’t be made, pushing decisions and costs earlier in the project.

Oct 16, 2026

Jemal and DivcoWest plan 323 apartments inside a 1982 DC office building

Jemal and DivcoWest plan 323 apartments inside a 1982 DC office building

Jemal Real Estate Strategies and DivcoWest plan to convert 1255 23rd Street NW, a 342,000-square-foot Washington, D.C. office building, into about 323 apartments. Madison Realty Capital lent $40 million for acquisition and predevelopment. DivcoWest is the current owner of the property and will retain an equity interest.

  • 01About 323 apartments at 1255 23rd Street NW would come close to the nearly 350 units Jemal Real Estate Strategies has created across its Syracuse and Richmond conversions combined, in a single building.
  • 02DivcoWest is selling into the venture but keeping an equity stake alongside Jemal.

Oct 12, 2026

Why a clean-looking aerospace part can still fail a residue test

Why a clean-looking aerospace part can still fail a residue test

Element Materials Technology explains NVR and gravimetric cleanliness testing for aerospace, defense and medical parts in a webinar featuring its Hartford and Los Angeles labs. Joe Moore and Katie Legowski show how a blank analysis, a solvent rinse and a weighed filter patch turn invisible residue into a number against IEST-STD-CC1246 levels, and how AMS 2700 F changed the passivation acid default in 2018.

  • 01Nonvolatile residue testing weighs what a solvent rinse removes from a part, so a film the eye cannot see becomes a pass or fail figure against the drawing.
  • 02IEST-STD-CC1246E, the document that replaced MIL-STD-1246 in 2002, sets residue limits from 10 nanograms to 25 milligrams per 0.1 square meter, and its particle levels count down to 5 microns, far below the 100 micron width of a hair.

Oct 12, 2026

Explore More Engineering & Construction Insights

Read more expert perspectives from across Engineering & Construction.

Browse Engineering & Construction Hub

For B2B teams

Your experts could be publishing here

Stories like this one run on content MarketScale captures from real practitioners. See how your team's expertise becomes coverage in Engineering & Construction and beyond.

Book a Demo

Or call us. No forms required. We pick up. 214-945-2512